OpenML
Supervised Classification on cmc

Supervised Classification on cmc

Task 23 Supervised Classification cmc 19084 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 study_98 study_99 under100k under1m
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19084 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6427, f_measure: 0.5391, kappa: 0.2846, kb_relative_information_score: 0.341, mean_absolute_error: 0.305, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5376, predictive_accuracy: 0.5424, prior_entropy: 1.539, recall: 0.5424, relative_absolute_error: 0.708, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5523, root_relative_squared_error: 1.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6511, f_measure: 0.5502, kappa: 0.3023, kb_relative_information_score: 0.3586, mean_absolute_error: 0.2942, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5516, predictive_accuracy: 0.5587, prior_entropy: 1.539, recall: 0.5587, relative_absolute_error: 0.6828, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5424, root_relative_squared_error: 1.1687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6397, f_measure: 0.5353, kappa: 0.2788, kb_relative_information_score: 0.336, mean_absolute_error: 0.3073, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5339, predictive_accuracy: 0.539, prior_entropy: 1.539, recall: 0.539, relative_absolute_error: 0.7133, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5544, root_relative_squared_error: 1.1944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6417, f_measure: 0.5377, kappa: 0.2827, kb_relative_information_score: 0.3395, mean_absolute_error: 0.306, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5362, predictive_accuracy: 0.5411, prior_entropy: 1.539, recall: 0.5411, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5531, root_relative_squared_error: 1.1918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6469, f_measure: 0.5449, kappa: 0.2938, kb_relative_information_score: 0.3507, mean_absolute_error: 0.2983, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5454, predictive_accuracy: 0.5526, prior_entropy: 1.539, recall: 0.5526, relative_absolute_error: 0.6923, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5461, root_relative_squared_error: 1.1767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, f_measure: 0.5514, kappa: 0.3041, kb_relative_information_score: 0.3605, mean_absolute_error: 0.2933, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5529, predictive_accuracy: 0.5601, prior_entropy: 1.539, recall: 0.5601, relative_absolute_error: 0.6807, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5416, root_relative_squared_error: 1.1669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6415, f_measure: 0.5372, kappa: 0.2818, kb_relative_information_score: 0.3381, mean_absolute_error: 0.3064, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5357, predictive_accuracy: 0.5404, prior_entropy: 1.539, recall: 0.5404, relative_absolute_error: 0.7112, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5535, root_relative_squared_error: 1.1927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6427, f_measure: 0.539, kappa: 0.2846, kb_relative_information_score: 0.3411, mean_absolute_error: 0.305, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5375, predictive_accuracy: 0.5424, prior_entropy: 1.539, recall: 0.5424, relative_absolute_error: 0.708, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5523, root_relative_squared_error: 1.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6408, f_measure: 0.5365, kappa: 0.2808, kb_relative_information_score: 0.3375, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.535, predictive_accuracy: 0.5397, prior_entropy: 1.539, recall: 0.5397, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5539, root_relative_squared_error: 1.1936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.653, f_measure: 0.5528, kappa: 0.3061, kb_relative_information_score: 0.362, mean_absolute_error: 0.2928, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5536, predictive_accuracy: 0.5608, prior_entropy: 1.539, recall: 0.5608, relative_absolute_error: 0.6797, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5411, root_relative_squared_error: 1.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6421, f_measure: 0.5381, kappa: 0.2834, kb_relative_information_score: 0.34, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5366, predictive_accuracy: 0.5418, prior_entropy: 1.539, recall: 0.5418, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5527, root_relative_squared_error: 1.1909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6403, f_measure: 0.5357, kappa: 0.2795, kb_relative_information_score: 0.3361, mean_absolute_error: 0.3073, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5341, predictive_accuracy: 0.539, prior_entropy: 1.539, recall: 0.539, relative_absolute_error: 0.7133, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5544, root_relative_squared_error: 1.1944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6522, f_measure: 0.5517, kappa: 0.3045, kb_relative_information_score: 0.3603, mean_absolute_error: 0.2937, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5523, predictive_accuracy: 0.5594, prior_entropy: 1.539, recall: 0.5594, relative_absolute_error: 0.6818, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.542, root_relative_squared_error: 1.1678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6417, f_measure: 0.5377, kappa: 0.2826, kb_relative_information_score: 0.3393, mean_absolute_error: 0.306, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5362, predictive_accuracy: 0.5411, prior_entropy: 1.539, recall: 0.5411, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5531, root_relative_squared_error: 1.1918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6557, f_measure: 0.5555, kappa: 0.3111, kb_relative_information_score: 0.366, mean_absolute_error: 0.2906, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.556, predictive_accuracy: 0.5642, prior_entropy: 1.539, recall: 0.5642, relative_absolute_error: 0.6744, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.539, root_relative_squared_error: 1.1614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6425, f_measure: 0.5386, kappa: 0.284, kb_relative_information_score: 0.3403, mean_absolute_error: 0.3055, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5371, predictive_accuracy: 0.5418, prior_entropy: 1.539, recall: 0.5418, relative_absolute_error: 0.7091, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5527, root_relative_squared_error: 1.1909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6113, f_measure: 0.441, kappa: 0.1318, kb_relative_information_score: 0.1489, mean_absolute_error: 0.3951, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4414, predictive_accuracy: 0.4515, prior_entropy: 1.539, recall: 0.4515, relative_absolute_error: 0.9171, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4688, root_relative_squared_error: 1.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6935, f_measure: 0.5019, kappa: 0.2279, kb_relative_information_score: 0.2879, mean_absolute_error: 0.3325, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.501, predictive_accuracy: 0.5031, prior_entropy: 1.539, recall: 0.5031, relative_absolute_error: 0.7718, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5224, root_relative_squared_error: 1.1256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7304, f_measure: 0.5592, kappa: 0.3158, kb_relative_information_score: 0.2093, mean_absolute_error: 0.371, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5603, predictive_accuracy: 0.5669, prior_entropy: 1.539, recall: 0.5669, relative_absolute_error: 0.8611, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4283, root_relative_squared_error: 0.9228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.2784, kappa: -0.0007, kb_relative_information_score: 0.0225, mean_absolute_error: 0.468, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.3531, predictive_accuracy: 0.298, prior_entropy: 1.539, recall: 0.298, relative_absolute_error: 1.0862, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6841, root_relative_squared_error: 1.474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7034, f_measure: 0.5231, kappa: 0.2615, kb_relative_information_score: 0.2895, mean_absolute_error: 0.3337, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5238, predictive_accuracy: 0.5227, prior_entropy: 1.539, recall: 0.5227, relative_absolute_error: 0.7746, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4767, root_relative_squared_error: 1.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7076, f_measure: 0.5124, kappa: 0.2442, kb_relative_information_score: 0.28, mean_absolute_error: 0.3378, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5127, predictive_accuracy: 0.5126, prior_entropy: 1.539, recall: 0.5126, relative_absolute_error: 0.7842, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4589, root_relative_squared_error: 0.9888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7116, f_measure: 0.5315, kappa: 0.2727, kb_relative_information_score: 0.2799, mean_absolute_error: 0.3391, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5317, predictive_accuracy: 0.5329, prior_entropy: 1.539, recall: 0.5329, relative_absolute_error: 0.787, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4524, root_relative_squared_error: 0.9748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.508, f_measure: 0.363, kappa: 0.0246, kb_relative_information_score: 0.0914, mean_absolute_error: 0.425, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.371, predictive_accuracy: 0.3632, prior_entropy: 1.539, recall: 0.3632, relative_absolute_error: 0.9864, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6481, root_relative_squared_error: 1.3965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, f_measure: 0.517, kappa: 0.2511, kb_relative_information_score: 0.2773, mean_absolute_error: 0.3387, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5173, predictive_accuracy: 0.5173, prior_entropy: 1.539, recall: 0.5173, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, f_measure: 0.517, kappa: 0.2511, kb_relative_information_score: 0.2773, mean_absolute_error: 0.3387, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5173, predictive_accuracy: 0.5173, prior_entropy: 1.539, recall: 0.5173, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, f_measure: 0.517, kappa: 0.2511, kb_relative_information_score: 0.2773, mean_absolute_error: 0.3387, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5173, predictive_accuracy: 0.5173, prior_entropy: 1.539, recall: 0.5173, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, f_measure: 0.517, kappa: 0.2511, kb_relative_information_score: 0.2773, mean_absolute_error: 0.3387, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5173, predictive_accuracy: 0.5173, prior_entropy: 1.539, recall: 0.5173, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, f_measure: 0.517, kappa: 0.2511, kb_relative_information_score: 0.2773, mean_absolute_error: 0.3387, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5173, predictive_accuracy: 0.5173, prior_entropy: 1.539, recall: 0.5173, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, f_measure: 0.517, kappa: 0.2511, kb_relative_information_score: 0.2773, mean_absolute_error: 0.3387, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5173, predictive_accuracy: 0.5173, prior_entropy: 1.539, recall: 0.5173, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, f_measure: 0.517, kappa: 0.2511, kb_relative_information_score: 0.2773, mean_absolute_error: 0.3387, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5173, predictive_accuracy: 0.5173, prior_entropy: 1.539, recall: 0.5173, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.708, f_measure: 0.517, kappa: 0.2511, kb_relative_information_score: 0.2773, mean_absolute_error: 0.3387, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5173, predictive_accuracy: 0.5173, prior_entropy: 1.539, recall: 0.5173, relative_absolute_error: 0.7861, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.649, f_measure: 0.5466, kappa: 0.2973, kb_relative_information_score: 0.3535, mean_absolute_error: 0.2964, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5466, predictive_accuracy: 0.5553, prior_entropy: 1.539, recall: 0.5553, relative_absolute_error: 0.6881, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5445, root_relative_squared_error: 1.1731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6486, f_measure: 0.547, kappa: 0.2972, kb_relative_information_score: 0.3541, mean_absolute_error: 0.2964, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5477, predictive_accuracy: 0.5553, prior_entropy: 1.539, recall: 0.5553, relative_absolute_error: 0.6881, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5445, root_relative_squared_error: 1.1731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6514, f_measure: 0.5509, kappa: 0.3032, kb_relative_information_score: 0.3595, mean_absolute_error: 0.2942, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5511, predictive_accuracy: 0.5587, prior_entropy: 1.539, recall: 0.5587, relative_absolute_error: 0.6828, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5424, root_relative_squared_error: 1.1687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6406, f_measure: 0.5363, kappa: 0.2804, kb_relative_information_score: 0.3373, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5349, predictive_accuracy: 0.5397, prior_entropy: 1.539, recall: 0.5397, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5539, root_relative_squared_error: 1.1936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6495, f_measure: 0.5478, kappa: 0.2987, kb_relative_information_score: 0.3551, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5479, predictive_accuracy: 0.556, prior_entropy: 1.539, recall: 0.556, relative_absolute_error: 0.687, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5441, root_relative_squared_error: 1.1722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.651, f_measure: 0.5498, kappa: 0.3018, kb_relative_information_score: 0.3574, mean_absolute_error: 0.2951, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5499, predictive_accuracy: 0.5574, prior_entropy: 1.539, recall: 0.5574, relative_absolute_error: 0.6849, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5432, root_relative_squared_error: 1.1705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6492, f_measure: 0.5476, kappa: 0.2984, kb_relative_information_score: 0.3549, mean_absolute_error: 0.296, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5481, predictive_accuracy: 0.556, prior_entropy: 1.539, recall: 0.556, relative_absolute_error: 0.687, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5441, root_relative_squared_error: 1.1722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6543, f_measure: 0.5541, kappa: 0.3083, kb_relative_information_score: 0.3633, mean_absolute_error: 0.2924, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5543, predictive_accuracy: 0.5614, prior_entropy: 1.539, recall: 0.5614, relative_absolute_error: 0.6786, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5407, root_relative_squared_error: 1.1651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6501, f_measure: 0.5492, kappa: 0.3007, kb_relative_information_score: 0.3575, mean_absolute_error: 0.2946, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5508, predictive_accuracy: 0.558, prior_entropy: 1.539, recall: 0.558, relative_absolute_error: 0.6839, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5428, root_relative_squared_error: 1.1696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6501, f_measure: 0.5488, kappa: 0.3003, kb_relative_information_score: 0.3568, mean_absolute_error: 0.2951, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5491, predictive_accuracy: 0.5574, prior_entropy: 1.539, recall: 0.5574, relative_absolute_error: 0.6849, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5432, root_relative_squared_error: 1.1705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6537, f_measure: 0.5535, kappa: 0.3075, kb_relative_information_score: 0.3631, mean_absolute_error: 0.2924, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5536, predictive_accuracy: 0.5614, prior_entropy: 1.539, recall: 0.5614, relative_absolute_error: 0.6786, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5407, root_relative_squared_error: 1.1651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6418, f_measure: 0.5377, kappa: 0.2826, kb_relative_information_score: 0.3391, mean_absolute_error: 0.306, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5362, predictive_accuracy: 0.5411, prior_entropy: 1.539, recall: 0.5411, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5531, root_relative_squared_error: 1.1918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6506, f_measure: 0.5495, kappa: 0.3016, kb_relative_information_score: 0.3584, mean_absolute_error: 0.2942, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5501, predictive_accuracy: 0.5587, prior_entropy: 1.539, recall: 0.5587, relative_absolute_error: 0.6828, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5424, root_relative_squared_error: 1.1687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6406, f_measure: 0.5362, kappa: 0.2803, kb_relative_information_score: 0.3371, mean_absolute_error: 0.3069, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5346, predictive_accuracy: 0.5397, prior_entropy: 1.539, recall: 0.5397, relative_absolute_error: 0.7122, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5539, root_relative_squared_error: 1.1936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6418, f_measure: 0.5377, kappa: 0.2827, kb_relative_information_score: 0.3391, mean_absolute_error: 0.306, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5362, predictive_accuracy: 0.5411, prior_entropy: 1.539, recall: 0.5411, relative_absolute_error: 0.7101, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5531, root_relative_squared_error: 1.1918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6428, f_measure: 0.539, kappa: 0.2846, kb_relative_information_score: 0.341, mean_absolute_error: 0.305, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5375, predictive_accuracy: 0.5424, prior_entropy: 1.539, recall: 0.5424, relative_absolute_error: 0.708, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5523, root_relative_squared_error: 1.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6522, f_measure: 0.5517, kappa: 0.3047, kb_relative_information_score: 0.3606, mean_absolute_error: 0.2933, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.553, predictive_accuracy: 0.5601, prior_entropy: 1.539, recall: 0.5601, relative_absolute_error: 0.6807, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5416, root_relative_squared_error: 1.1669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6538, f_measure: 0.5534, kappa: 0.3075, kb_relative_information_score: 0.3628, mean_absolute_error: 0.2924, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5539, predictive_accuracy: 0.5614, prior_entropy: 1.539, recall: 0.5614, relative_absolute_error: 0.6786, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5407, root_relative_squared_error: 1.1651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7288, f_measure: 0.5514, kappa: 0.3029, kb_relative_information_score: 0.2196, mean_absolute_error: 0.367, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5522, predictive_accuracy: 0.558, prior_entropy: 1.539, recall: 0.558, relative_absolute_error: 0.8518, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4289, root_relative_squared_error: 0.9241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7359, f_measure: 0.5555, kappa: 0.3107, kb_relative_information_score: 0.2584, mean_absolute_error: 0.349, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5582, predictive_accuracy: 0.5567, prior_entropy: 1.539, recall: 0.5567, relative_absolute_error: 0.8102, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4255, root_relative_squared_error: 0.9167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7315, f_measure: 0.5549, kappa: 0.3093, kb_relative_information_score: 0.266, mean_absolute_error: 0.3455, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5574, predictive_accuracy: 0.5547, prior_entropy: 1.539, recall: 0.5547, relative_absolute_error: 0.8019, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4293, root_relative_squared_error: 0.9249,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7468, f_measure: 0.5633, kappa: 0.3219, kb_relative_information_score: 0.2351, mean_absolute_error: 0.3584, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5728, predictive_accuracy: 0.5648, prior_entropy: 1.539, recall: 0.5648, relative_absolute_error: 0.832, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4212, root_relative_squared_error: 0.9075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7395, f_measure: 0.5497, kappa: 0.3043, kb_relative_information_score: 0.1817, mean_absolute_error: 0.3782, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5628, predictive_accuracy: 0.5574, prior_entropy: 1.539, recall: 0.5574, relative_absolute_error: 0.8779, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4267, root_relative_squared_error: 0.9193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7023, f_measure: 0.5123, kappa: 0.2442, kb_relative_information_score: 0.2779, mean_absolute_error: 0.3389, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5127, predictive_accuracy: 0.5126, prior_entropy: 1.539, recall: 0.5126, relative_absolute_error: 0.7867, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4683, root_relative_squared_error: 1.0091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.741, f_measure: 0.5565, kappa: 0.3106, kb_relative_information_score: 0.2399, mean_absolute_error: 0.3565, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5613, predictive_accuracy: 0.5574, prior_entropy: 1.539, recall: 0.5574, relative_absolute_error: 0.8275, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4231, root_relative_squared_error: 0.9116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.72, f_measure: 0.5485, kappa: 0.2996, kb_relative_information_score: 0.2698, mean_absolute_error: 0.3438, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.549, predictive_accuracy: 0.5492, prior_entropy: 1.539, recall: 0.5492, relative_absolute_error: 0.7979, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4383, root_relative_squared_error: 0.9444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7429, f_measure: 0.5474, kappa: 0.2972, kb_relative_information_score: 0.2495, mean_absolute_error: 0.3536, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5488, predictive_accuracy: 0.5506, prior_entropy: 1.539, recall: 0.5506, relative_absolute_error: 0.8207, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.423, root_relative_squared_error: 0.9115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.651, f_measure: 0.5511, kappa: 0.3024, kb_relative_information_score: 0.3582, mean_absolute_error: 0.2969, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5504, predictive_accuracy: 0.5547, prior_entropy: 1.539, recall: 0.5547, relative_absolute_error: 0.6891, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5449, root_relative_squared_error: 1.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.572, f_measure: 0.4463, kappa: 0.1439, kb_relative_information_score: 0.2087, mean_absolute_error: 0.3698, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4474, predictive_accuracy: 0.4453, prior_entropy: 1.539, recall: 0.4453, relative_absolute_error: 0.8583, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6081, root_relative_squared_error: 1.3102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5714, f_measure: 0.4452, kappa: 0.1428, kb_relative_information_score: 0.2073, mean_absolute_error: 0.3707, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4467, predictive_accuracy: 0.444, prior_entropy: 1.539, recall: 0.444, relative_absolute_error: 0.8604, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6088, root_relative_squared_error: 1.3118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6111, f_measure: 0.4973, kappa: 0.2236, kb_relative_information_score: 0.2939, mean_absolute_error: 0.3222, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5034, predictive_accuracy: 0.5166, prior_entropy: 1.539, recall: 0.5166, relative_absolute_error: 0.748, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.5677, root_relative_squared_error: 1.2231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5629, f_measure: 0.4328, kappa: 0.1247, kb_relative_information_score: 0.1888, mean_absolute_error: 0.3793, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4352, predictive_accuracy: 0.4311, prior_entropy: 1.539, recall: 0.4311, relative_absolute_error: 0.8803, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6159, root_relative_squared_error: 1.3269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5734, f_measure: 0.4478, kappa: 0.1467, kb_relative_information_score: 0.2111, mean_absolute_error: 0.3689, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4493, predictive_accuracy: 0.4467, prior_entropy: 1.539, recall: 0.4467, relative_absolute_error: 0.8562, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6073, root_relative_squared_error: 1.3086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5697, f_measure: 0.4425, kappa: 0.1383, kb_relative_information_score: 0.2025, mean_absolute_error: 0.3725, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.4442, predictive_accuracy: 0.4413, prior_entropy: 1.539, recall: 0.4413, relative_absolute_error: 0.8646, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.6103, root_relative_squared_error: 1.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7456, f_measure: 0.559, kappa: 0.3162, kb_relative_information_score: 0.2266, mean_absolute_error: 0.3626, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5646, predictive_accuracy: 0.5628, prior_entropy: 1.539, recall: 0.5628, relative_absolute_error: 0.8416, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4221, root_relative_squared_error: 0.9095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7476, f_measure: 0.5452, kappa: 0.2951, kb_relative_information_score: 0.2386, mean_absolute_error: 0.3568, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5511, predictive_accuracy: 0.5513, prior_entropy: 1.539, recall: 0.5513, relative_absolute_error: 0.8283, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4211, root_relative_squared_error: 0.9074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.701, f_measure: 0.5033, kappa: 0.2306, kb_relative_information_score: 0.2747, mean_absolute_error: 0.3395, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5039, predictive_accuracy: 0.5031, prior_entropy: 1.539, recall: 0.5031, relative_absolute_error: 0.7879, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4701, root_relative_squared_error: 1.0129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7414, f_measure: 0.5505, kappa: 0.3011, kb_relative_information_score: 0.2314, mean_absolute_error: 0.3599, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.555, predictive_accuracy: 0.5519, prior_entropy: 1.539, recall: 0.5519, relative_absolute_error: 0.8355, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.423, root_relative_squared_error: 0.9114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7285, f_measure: 0.5265, kappa: 0.2724, kb_relative_information_score: 0.1183, mean_absolute_error: 0.4001, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5522, predictive_accuracy: 0.5465, prior_entropy: 1.539, recall: 0.5465, relative_absolute_error: 0.9286, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.438, root_relative_squared_error: 0.9438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7402, f_measure: 0.542, kappa: 0.2885, kb_relative_information_score: 0.2121, mean_absolute_error: 0.3716, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5427, predictive_accuracy: 0.5465, prior_entropy: 1.539, recall: 0.5465, relative_absolute_error: 0.8626, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4254, root_relative_squared_error: 0.9165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7414, f_measure: 0.565, kappa: 0.3249, kb_relative_information_score: 0.268, mean_absolute_error: 0.3456, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5649, predictive_accuracy: 0.5662, prior_entropy: 1.539, recall: 0.5662, relative_absolute_error: 0.8022, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.425, root_relative_squared_error: 0.9158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7458, f_measure: 0.5529, kappa: 0.3052, kb_relative_information_score: 0.2443, mean_absolute_error: 0.3556, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5597, predictive_accuracy: 0.554, prior_entropy: 1.539, recall: 0.554, relative_absolute_error: 0.8254, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4214, root_relative_squared_error: 0.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7451, f_measure: 0.5665, kappa: 0.3263, kb_relative_information_score: 0.2474, mean_absolute_error: 0.3534, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5729, predictive_accuracy: 0.5669, prior_entropy: 1.539, recall: 0.5669, relative_absolute_error: 0.8202, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4217, root_relative_squared_error: 0.9087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7151, f_measure: 0.5069, kappa: 0.2388, kb_relative_information_score: 0.1454, mean_absolute_error: 0.3922, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.52, predictive_accuracy: 0.5268, prior_entropy: 1.539, recall: 0.5268, relative_absolute_error: 0.9104, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4355, root_relative_squared_error: 0.9383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7411, f_measure: 0.544, kappa: 0.2916, kb_relative_information_score: 0.2387, mean_absolute_error: 0.3582, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5447, predictive_accuracy: 0.5465, prior_entropy: 1.539, recall: 0.5465, relative_absolute_error: 0.8314, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4237, root_relative_squared_error: 0.9129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.748, f_measure: 0.5526, kappa: 0.3069, kb_relative_information_score: 0.2452, mean_absolute_error: 0.3544, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5604, predictive_accuracy: 0.558, prior_entropy: 1.539, recall: 0.558, relative_absolute_error: 0.8226, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4207, root_relative_squared_error: 0.9065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7299, f_measure: 0.5458, kappa: 0.2947, kb_relative_information_score: 0.1968, mean_absolute_error: 0.3775, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5458, predictive_accuracy: 0.5526, prior_entropy: 1.539, recall: 0.5526, relative_absolute_error: 0.8761, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4297, root_relative_squared_error: 0.9258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7454, f_measure: 0.5416, kappa: 0.2878, kb_relative_information_score: 0.2049, mean_absolute_error: 0.3746, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.542, predictive_accuracy: 0.5465, prior_entropy: 1.539, recall: 0.5465, relative_absolute_error: 0.8695, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4251, root_relative_squared_error: 0.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7316, f_measure: 0.5393, kappa: 0.2843, kb_relative_information_score: 0.2416, mean_absolute_error: 0.3557, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5413, predictive_accuracy: 0.5404, prior_entropy: 1.539, recall: 0.5404, relative_absolute_error: 0.8257, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4263, root_relative_squared_error: 0.9186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7361, f_measure: 0.5574, kappa: 0.3131, kb_relative_information_score: 0.2658, mean_absolute_error: 0.3465, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5581, predictive_accuracy: 0.5587, prior_entropy: 1.539, recall: 0.5587, relative_absolute_error: 0.8044, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4273, root_relative_squared_error: 0.9208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7283, f_measure: 0.5432, kappa: 0.291, kb_relative_information_score: 0.2423, mean_absolute_error: 0.3581, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.542, predictive_accuracy: 0.5485, prior_entropy: 1.539, recall: 0.5485, relative_absolute_error: 0.8312, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4305, root_relative_squared_error: 0.9275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7429, f_measure: 0.536, kappa: 0.2805, kb_relative_information_score: 0.2257, mean_absolute_error: 0.3651, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5361, predictive_accuracy: 0.5418, prior_entropy: 1.539, recall: 0.5418, relative_absolute_error: 0.8473, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4237, root_relative_squared_error: 0.9129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7361, f_measure: 0.5551, kappa: 0.3097, kb_relative_information_score: 0.2633, mean_absolute_error: 0.3466, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5584, predictive_accuracy: 0.5547, prior_entropy: 1.539, recall: 0.5547, relative_absolute_error: 0.8046, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4258, root_relative_squared_error: 0.9176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7259, f_measure: 0.5115, kappa: 0.2523, kb_relative_information_score: 0.1064, mean_absolute_error: 0.4047, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5351, predictive_accuracy: 0.535, prior_entropy: 1.539, recall: 0.535, relative_absolute_error: 0.9393, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.441, root_relative_squared_error: 0.9501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7057, f_measure: 0.5207, kappa: 0.2579, kb_relative_information_score: 0.2872, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5219, predictive_accuracy: 0.52, prior_entropy: 1.539, recall: 0.52, relative_absolute_error: 0.777, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4726, root_relative_squared_error: 1.0184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7289, f_measure: 0.5169, kappa: 0.257, kb_relative_information_score: 0.1183, mean_absolute_error: 0.4001, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5412, predictive_accuracy: 0.5384, prior_entropy: 1.539, recall: 0.5384, relative_absolute_error: 0.9286, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.438, root_relative_squared_error: 0.9438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7346, f_measure: 0.5281, kappa: 0.2673, kb_relative_information_score: 0.1547, mean_absolute_error: 0.3887, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5334, predictive_accuracy: 0.5384, prior_entropy: 1.539, recall: 0.5384, relative_absolute_error: 0.9023, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4313, root_relative_squared_error: 0.9294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7269, f_measure: 0.5097, kappa: 0.2484, kb_relative_information_score: 0.1105, mean_absolute_error: 0.4025, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5381, predictive_accuracy: 0.535, prior_entropy: 1.539, recall: 0.535, relative_absolute_error: 0.9342, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4397, root_relative_squared_error: 0.9474,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7043, f_measure: 0.5264, kappa: 0.2639, kb_relative_information_score: 0.1772, mean_absolute_error: 0.383, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.526, predictive_accuracy: 0.5329, prior_entropy: 1.539, recall: 0.5329, relative_absolute_error: 0.8889, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.436, root_relative_squared_error: 0.9394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7446, f_measure: 0.5572, kappa: 0.3129, kb_relative_information_score: 0.2393, mean_absolute_error: 0.3566, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5642, predictive_accuracy: 0.5601, prior_entropy: 1.539, recall: 0.5601, relative_absolute_error: 0.8278, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4218, root_relative_squared_error: 0.9088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7442, f_measure: 0.5515, kappa: 0.304, kb_relative_information_score: 0.2318, mean_absolute_error: 0.3601, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5572, predictive_accuracy: 0.5547, prior_entropy: 1.539, recall: 0.5547, relative_absolute_error: 0.8359, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4221, root_relative_squared_error: 0.9095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7445, f_measure: 0.5536, kappa: 0.3081, kb_relative_information_score: 0.2429, mean_absolute_error: 0.3553, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5608, predictive_accuracy: 0.558, prior_entropy: 1.539, recall: 0.558, relative_absolute_error: 0.8248, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4219, root_relative_squared_error: 0.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7475, f_measure: 0.5473, kappa: 0.299, kb_relative_information_score: 0.231, mean_absolute_error: 0.3599, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5532, predictive_accuracy: 0.5533, prior_entropy: 1.539, recall: 0.5533, relative_absolute_error: 0.8355, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4215, root_relative_squared_error: 0.9082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7319, f_measure: 0.5395, kappa: 0.287, kb_relative_information_score: 0.1549, mean_absolute_error: 0.3894, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5522, predictive_accuracy: 0.5485, prior_entropy: 1.539, recall: 0.5485, relative_absolute_error: 0.9039, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4318, root_relative_squared_error: 0.9304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7176, f_measure: 0.3887, kappa: 0.1043, kb_relative_information_score: 0.0722, mean_absolute_error: 0.4138, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5452, predictive_accuracy: 0.4711, prior_entropy: 1.539, recall: 0.4711, relative_absolute_error: 0.9606, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4482, root_relative_squared_error: 0.9657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7408, f_measure: 0.5492, kappa: 0.3002, kb_relative_information_score: 0.2506, mean_absolute_error: 0.3536, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5508, predictive_accuracy: 0.5506, prior_entropy: 1.539, recall: 0.5506, relative_absolute_error: 0.8206, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4242, root_relative_squared_error: 0.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7355, f_measure: 0.5643, kappa: 0.3246, kb_relative_information_score: 0.2734, mean_absolute_error: 0.3415, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5676, predictive_accuracy: 0.5635, prior_entropy: 1.539, recall: 0.5635, relative_absolute_error: 0.7927, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.4281, root_relative_squared_error: 0.9225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7331, f_measure: 0.5585, kappa: 0.3152, kb_relative_information_score: 0.2633, mean_absolute_error: 0.3467, mean_prior_absolute_error: 0.4308, number_of_instances: 1473, precision: 0.5595, predictive_accuracy: 0.5587, prior_entropy: 1.539, recall: 0.5587, relative_absolute_error: 0.8048, root_mean_prior_squared_error: 0.4641, root_mean_squared_error: 0.428, root_relative_squared_error: 0.9223,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

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Use one of our APIs to download data from OpenML and upload your results

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